vtkPSciVizPCAStats.h

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/*=========================================================================

  Program:   ParaView
  Module:    vtkPSciVizPCAStats.h

  Copyright (c) Kitware, Inc.
  All rights reserved.
  See Copyright.txt or http://www.paraview.org/HTML/Copyright.html for details.

     This software is distributed WITHOUT ANY WARRANTY; without even
     the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
     PURPOSE.  See the above copyright notice for more information.

=========================================================================*/
#ifndef vtkPSciVizPCAStats_h
#define vtkPSciVizPCAStats_h

#include "vtkPVVTKExtensionsFiltersStatisticsModule.h" //needed for exports
#include "vtkSciVizStatistics.h"

class VTKPVVTKEXTENSIONSFILTERSSTATISTICS_EXPORT vtkPSciVizPCAStats : public vtkSciVizStatistics
{
public:
  static vtkPSciVizPCAStats* New();
  vtkTypeMacro(vtkPSciVizPCAStats, vtkSciVizStatistics);
  void PrintSelf(ostream& os, vtkIndent indent) override;

  vtkSetMacro(NormalizationScheme, int);
  vtkGetMacro(NormalizationScheme, int);

  vtkSetMacro(BasisScheme, int);
  vtkGetMacro(BasisScheme, int);

  vtkSetMacro(FixedBasisSize, int);
  vtkGetMacro(FixedBasisSize, int);

  vtkSetClampMacro(FixedBasisEnergy, double, 0., 1.);
  vtkGetMacro(FixedBasisEnergy, double);

  vtkSetMacro(RobustPCA, bool);
  vtkGetMacro(RobustPCA, bool);
  vtkBooleanMacro(RobustPCA, bool);

protected:
  vtkPSciVizPCAStats();
  ~vtkPSciVizPCAStats() override;

  int LearnAndDerive(vtkMultiBlockDataSet* model, vtkTable* inData) override;
  int AssessData(
    vtkTable* observations, vtkDataObject* dataset, vtkMultiBlockDataSet* model) override;

  int NormalizationScheme;
  int BasisScheme;
  int FixedBasisSize;
  double FixedBasisEnergy;
  bool RobustPCA;

private:
  vtkPSciVizPCAStats(const vtkPSciVizPCAStats&) = delete;
  void operator=(const vtkPSciVizPCAStats&) = delete;
};

#endif // vtkPSciVizPCAStats_h